| Number of Variables | 18 |
|---|---|
| Number of Rows | 11534 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 2.2 MB |
| Average Row Size in Memory | 203.0 B |
| Variable Types |
|
| GOAL_ATTEMPTS and FOULS have similar distributions | Similar Distribution |
|---|---|
| SHOTS_OFF_GOAL and CORNERS have similar distributions | Similar Distribution |
| BLOCKED_SHOTS and GOALKEEPER_SAVES have similar distributions | Similar Distribution |
| OFFSIDES and GOALKEEPER_SAVES have similar distributions | Similar Distribution |
| GOAL_ATTEMPTS is skewed | Skewed |
| SHOTS_ON_GOAL is skewed | Skewed |
| SHOTS_OFF_GOAL is skewed | Skewed |
| BLOCKED_SHOTS is skewed | Skewed |
| CORNERS is skewed | Skewed |
| OFFSIDES is skewed | Skewed |
| THROW_IN is skewed | Skewed |
|---|---|
| GOALKEEPER_SAVES is skewed | Skewed |
| FOULS is skewed | Skewed |
| COMPLETED_PASSES is skewed | Skewed |
| TACKLES is skewed | Skewed |
| ATTACKS is skewed | Skewed |
| DANGEROUS_ATTACKS is skewed | Skewed |
| ID has a high cardinality: 11534 distinct values | High Cardinality |
| ID has constant length 10 | Constant Length |
| YELLOW_CARDS has constant length 1 | Constant Length |
| RED_CARDS has constant length 1 | Constant Length |
|---|---|
| ID has all distinct values | Unique |
| SHOTS_ON_GOAL has 1588 (13.77%) zeros | Zeros |
| SHOTS_OFF_GOAL has 1038 (9.0%) zeros | Zeros |
| BLOCKED_SHOTS has 4096 (35.51%) zeros | Zeros |
| FREE_KICKS has 1064 (9.22%) zeros | Zeros |
| CORNERS has 1254 (10.87%) zeros | Zeros |
| OFFSIDES has 4336 (37.59%) zeros | Zeros |
| THROW_IN has 8648 (74.98%) zeros | Zeros |
| GOALKEEPER_SAVES has 3525 (30.56%) zeros | Zeros |
| COMPLETED_PASSES has 6336 (54.93%) zeros | Zeros |
|---|---|
| TACKLES has 5610 (48.64%) zeros | Zeros |
| ATTACKS has 4374 (37.92%) zeros | Zeros |
| DANGEROUS_ATTACKS has 4373 (37.91%) zeros | Zeros |
categorical
| Approximate Distinct Count | 11534 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 844.8 KB |
| Mean | 10 |
|---|---|
| Standard Deviation | 0 |
| Median | 10 |
| Minimum | 10 |
| Maximum | 10 |
| 1st row | I7XF6FSRH1 |
|---|---|
| 2nd row | KGJs2ZzqH1 |
| 3rd row | 6XHk0D5eH1 |
| 4th row | KIrtyAcHH1 |
| 5th row | EFETfITFH1 |
| Count | 88544 |
|---|---|
| Lowercase Letter | 38858 |
| Space Separator | 0 |
| Uppercase Letter | 49686 |
| Dash Punctuation | 0 |
| Decimal Number | 26796 |
numerical
| Approximate Distinct Count | 71 |
|---|---|
| Approximate Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 51.3827 |
| Minimum | 2 |
| Maximum | 87 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 2 |
|---|---|
| 5-th Percentile | 32 |
| Q1 | 43 |
| Median | 52 |
| Q3 | 60 |
| 95-th Percentile | 70 |
| Maximum | 87 |
| Range | 85 |
| IQR | 17 |
| Mean | 51.3827 |
|---|---|
| Standard Deviation | 11.6495 |
| Variance | 135.7117 |
| Sum | 592648 |
| Skewness | -0.06411 |
| Kurtosis | -0.3678 |
| Coefficient of Variation | 0.2267 |
numerical
| Approximate Distinct Count | 23 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 6.1761 |
| Minimum | 0 |
| Maximum | 26 |
| Zeros | 89 |
| Zeros (%) | 0.8% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 2 |
| Q1 | 4 |
| Median | 6 |
| Q3 | 8 |
| 95-th Percentile | 12 |
| Maximum | 26 |
| Range | 26 |
| IQR | 4 |
| Mean | 6.1761 |
|---|---|
| Standard Deviation | 3.0314 |
| Variance | 9.1892 |
| Sum | 71235 |
| Skewness | 0.6657 |
| Kurtosis | 0.7557 |
| Coefficient of Variation | 0.4908 |
numerical
| Approximate Distinct Count | 13 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 2.2013 |
| Minimum | 0 |
| Maximum | 12 |
| Zeros | 1588 |
| Zeros (%) | 13.8% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 3 |
| 95-th Percentile | 5 |
| Maximum | 12 |
| Range | 12 |
| IQR | 2 |
| Mean | 2.2013 |
|---|---|
| Standard Deviation | 1.6424 |
| Variance | 2.6975 |
| Sum | 25390 |
| Skewness | 0.8967 |
| Kurtosis | 1.0743 |
| Coefficient of Variation | 0.7461 |
numerical
| Approximate Distinct Count | 13 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 2.6273 |
| Minimum | 0 |
| Maximum | 12 |
| Zeros | 1038 |
| Zeros (%) | 9.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 4 |
| 95-th Percentile | 6 |
| Maximum | 12 |
| Range | 12 |
| IQR | 3 |
| Mean | 2.6273 |
|---|---|
| Standard Deviation | 1.7463 |
| Variance | 3.0494 |
| Sum | 30303 |
| Skewness | 0.758 |
| Kurtosis | 0.7803 |
| Coefficient of Variation | 0.6647 |
numerical
| Approximate Distinct Count | 12 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 1.3474 |
| Minimum | 0 |
| Maximum | 11 |
| Zeros | 4096 |
| Zeros (%) | 35.5% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 2 |
| 95-th Percentile | 4 |
| Maximum | 11 |
| Range | 11 |
| IQR | 2 |
| Mean | 1.3474 |
|---|---|
| Standard Deviation | 1.416 |
| Variance | 2.0051 |
| Sum | 15541 |
| Skewness | 1.2366 |
| Kurtosis | 1.9665 |
| Coefficient of Variation | 1.0509 |
numerical
| Approximate Distinct Count | 22 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 6.433 |
| Minimum | 0 |
| Maximum | 23 |
| Zeros | 1064 |
| Zeros (%) | 9.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 4 |
| Median | 7 |
| Q3 | 9 |
| 95-th Percentile | 12 |
| Maximum | 23 |
| Range | 23 |
| IQR | 5 |
| Mean | 6.433 |
|---|---|
| Standard Deviation | 3.3648 |
| Variance | 11.3219 |
| Sum | 74198 |
| Skewness | -0.02563 |
| Kurtosis | 0.04383 |
| Coefficient of Variation | 0.5231 |
numerical
| Approximate Distinct Count | 12 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 2.6129 |
| Minimum | 0 |
| Maximum | 12 |
| Zeros | 1254 |
| Zeros (%) | 10.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 4 |
| 95-th Percentile | 6 |
| Maximum | 12 |
| Range | 12 |
| IQR | 3 |
| Mean | 2.6129 |
|---|---|
| Standard Deviation | 1.8593 |
| Variance | 3.4571 |
| Sum | 30137 |
| Skewness | 0.807 |
| Kurtosis | 0.6352 |
| Coefficient of Variation | 0.7116 |
numerical
| Approximate Distinct Count | 10 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 1.0603 |
| Minimum | 0 |
| Maximum | 9 |
| Zeros | 4336 |
| Zeros (%) | 37.6% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 2 |
| 95-th Percentile | 3 |
| Maximum | 9 |
| Range | 9 |
| IQR | 2 |
| Mean | 1.0603 |
|---|---|
| Standard Deviation | 1.1194 |
| Variance | 1.253 |
| Sum | 12229 |
| Skewness | 1.2367 |
| Kurtosis | 1.9188 |
| Coefficient of Variation | 1.0558 |
numerical
| Approximate Distinct Count | 30 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 2.8439 |
| Minimum | 0 |
| Maximum | 30 |
| Zeros | 8648 |
| Zeros (%) | 75.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1.75 |
| 95-th Percentile | 15 |
| Maximum | 30 |
| Range | 30 |
| IQR | 1.75 |
| Mean | 2.8439 |
|---|---|
| Standard Deviation | 5.3451 |
| Variance | 28.5701 |
| Sum | 32802 |
| Skewness | 1.6807 |
| Kurtosis | 1.6298 |
| Coefficient of Variation | 1.8795 |
numerical
| Approximate Distinct Count | 10 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 1.282 |
| Minimum | 0 |
| Maximum | 9 |
| Zeros | 3525 |
| Zeros (%) | 30.6% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 2 |
| 95-th Percentile | 4 |
| Maximum | 9 |
| Range | 9 |
| IQR | 2 |
| Mean | 1.282 |
|---|---|
| Standard Deviation | 1.24 |
| Variance | 1.5376 |
| Sum | 14787 |
| Skewness | 1.2089 |
| Kurtosis | 2.0965 |
| Coefficient of Variation | 0.9672 |
numerical
| Approximate Distinct Count | 19 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 6.0322 |
| Minimum | 0 |
| Maximum | 20 |
| Zeros | 46 |
| Zeros (%) | 0.4% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 2 |
| Q1 | 4 |
| Median | 6 |
| Q3 | 8 |
| 95-th Percentile | 10 |
| Maximum | 20 |
| Range | 20 |
| IQR | 4 |
| Mean | 6.0322 |
|---|---|
| Standard Deviation | 2.5522 |
| Variance | 6.5136 |
| Sum | 69575 |
| Skewness | 0.4105 |
| Kurtosis | 0.2011 |
| Coefficient of Variation | 0.4231 |
categorical
| Approximate Distinct Count | 6 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 743.4 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 11534 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 743.4 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 11534 |
numerical
| Approximate Distinct Count | 381 |
|---|---|
| Approximate Unique (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 106.4416 |
| Minimum | 0 |
| Maximum | 518 |
| Zeros | 6336 |
| Zeros (%) | 54.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 218 |
| 95-th Percentile | 330 |
| Maximum | 518 |
| Range | 518 |
| IQR | 218 |
| Mean | 106.4416 |
|---|---|
| Standard Deviation | 127.1205 |
| Variance | 16159.619 |
| Sum | 1.2277e+06 |
| Skewness | 0.6493 |
| Kurtosis | -0.9855 |
| Coefficient of Variation | 1.1943 |
numerical
| Approximate Distinct Count | 24 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 3.9661 |
| Minimum | 0 |
| Maximum | 25 |
| Zeros | 5610 |
| Zeros (%) | 48.6% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 2 |
| Q3 | 8 |
| 95-th Percentile | 12 |
| Maximum | 25 |
| Range | 25 |
| IQR | 8 |
| Mean | 3.9661 |
|---|---|
| Standard Deviation | 4.4949 |
| Variance | 20.2044 |
| Sum | 45745 |
| Skewness | 0.7151 |
| Kurtosis | -0.6118 |
| Coefficient of Variation | 1.1333 |
numerical
| Approximate Distinct Count | 105 |
|---|---|
| Approximate Unique (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 34.311 |
| Minimum | 0 |
| Maximum | 116 |
| Zeros | 4374 |
| Zeros (%) | 37.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 42 |
| Q3 | 58 |
| 95-th Percentile | 77 |
| Maximum | 116 |
| Range | 116 |
| IQR | 58 |
| Mean | 34.311 |
|---|---|
| Standard Deviation | 29.3895 |
| Variance | 863.7412 |
| Sum | 395743 |
| Skewness | 0.007622 |
| Kurtosis | -1.4002 |
| Coefficient of Variation | 0.8566 |
numerical
| Approximate Distinct Count | 78 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 15.9712 |
| Minimum | 0 |
| Maximum | 83 |
| Zeros | 4373 |
| Zeros (%) | 37.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 16 |
| Q3 | 27 |
| 95-th Percentile | 43 |
| Maximum | 83 |
| Range | 83 |
| IQR | 27 |
| Mean | 15.9712 |
|---|---|
| Standard Deviation | 15.2411 |
| Variance | 232.2912 |
| Sum | 184212 |
| Skewness | 0.5623 |
| Kurtosis | -0.3928 |
| Coefficient of Variation | 0.9543 |